2019

Hamelijnck, Oliver, Damoulas, Theodoros, Wang, Kangrui and Girolami, Mark (2019) Multi-resolution multi-task Gaussian processes. In: Thirty-third Conference on Neural Information Processing Systems, Canada, 8-14 Dec 2019 (In Press)

Aglietti, Virginia, Bonilla, Edwin, Damoulas, Theodoros and Cripps, Sally (2019) Structured variational inference in continuous Cox Process Models. In: Thirty-third Conference on Neural Information Processing Systems, Canada, 8-14 Dec 2019 (In Press)

Mckay, H., Griffiths, Nathan, Taylor, Phillip M., Damoulas, Theodoros and Zhou, X. (2019) Online transfer learning for concept drifting data streams. In: 8th International Workshop on Big Data, IoT Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, Anchorage, Alaska, 5 Aug 2019. Published in: Proceedings of the 8th International Workshop on Big Data, IoT Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications (In Press)

Aglietti, Virginia, Theodoros, Damoulas and Bonilla, Edwin (2019) Efficient inference in multi-task Cox process models. In: The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, Naha, Okinawa, Japan, 16-18 Apr 2019. Published in: Proceedings of Machine Learning Research, 89 pp. 537-546.

2018

Crosby, Henry James, Damoulas, Theodoros and Jarvis, Stephen A. (2018) Embedding road networks and travel time into distance metrics for urban modelling. International Journal of Geographical Information Science, 33 (3). pp. 512-536. doi:10.1080/13658816.2018.1547386

Crosby, Henry James, Damoulas, Theodoros, Caton, Alexander, Davis, Paul, Albuquerque, João Porto de and Jarvis, Stephen A. (2018) Road distance and travel time for an improved house price Kriging predictor. Geo-spatial Information Science, 21 (3). pp. 185-194. doi:10.1080/10095020.2018.1503775

Knoblauch, Jeremias, Jewson, Jack E. and Damoulas, Theodoros (2018) Doubly robust Bayesian inference for non-stationary streaming data with β-divergences. In: Thirty-second Conference on Neural Information Processing Systems, Montréal, Canada, 3-8 Dec 2018. Published in: Advances in Neural Information Processing Systems, 31

Knoblauch, Jeremias and Damoulas, Theodoros (2018) Spatio-temporal Bayesian on-line changepoint detection with model selection. In: 35th International Conference on Machine Learning 2018, Stockholm, Sweden, 10-15 Jul 2018. Published in: Proceedings of the 35th International Conference on Machine Learning 2018 (In Press)

Chuah, Edward, Jhumka, Arshad, Alt, Samantha, Damoulas, Theodoros, Gurumdimma, Nentawe, Sawley, Marie-Christine, Barth, William L., Minyard, Tommy and Browne, James C. (2018) Enabling dependability-driven resource use and message log-analysis for cluster system diagnosis. In: 24th IEEE International Conference on High Performance Computing, Data, and Analytics, Jaipur, India, 18-21 Dec 2017. Published in: 2017 IEEE 24th International Conference on High Performance Computing (HiPC) ISBN 9781538622940. doi:10.1109/HiPC.2017.00044

2017

Chuah, Edward, Jhumka, Arshad, Alt, Samantha, Damoulas, Theodoros, Gurumdimma, Nentawe, Sawley, Marie-Christine, Barth, William L., Minyard, Tommy and Browne, James C. (2017) Case study of error recovery and error propagation on ranger. In: 24th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC 2017), Jaipur, India, 18-21 Dec 2017 (Unpublished)

2016

Tsakalidis, Adam, Liakata, Maria, Damoulas, Theodoros, Jellinek, Brigitte , Guo, Weisi and Cristea, Alexandra I. (2016) Combining heterogeneous user generated data to sense well-being. In: COLING 2016, Osaka, Japan, 11-16 Dec 2016 ISBN 9784879747020.

Crosby, Henry James, Davis, Paul, Damoulas, Theodoros and Jarvis, Stephen A. (2016) A spatio-temporal, Gaussian Process Regression, real-estate price predictor. In: 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016), San Francisco, 31 Oct - 3 Nov 2016. Published in: GIS '16 Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems p. 68. ISBN 9781450345897 .

Chirigati, F., Doraiswamy, H., Damoulas, T. and Freire, J. (2016) Data polygamy : the many-many relationships among urban spatio-temporal data sets. In: ACM SIGMOD International Conference on Management of Data (SIGMOD 2016), San Francisco, 26 Jun - 01 Jul 2016. Published in: SIGMOD '16 Proceedings of the 2016 International Conference on Management of Data pp. 1011-1025. ISBN 9781450335317. doi:10.1145/2882903.2915245

2015

Ermon, Stefano, Xue, Yexiang, Toth, Russell, Dilkina, Bistra, Bernstein, Richard, Damoulas, Theodoros, Mude, Andrew G., Clark, Patrick, DeGloria, Steve, Barrett, Christopher and Gomes, Carla P. (2015) Learning large-scale dynamic discrete choice models of spatio-temporal preferences with application to migratory pastoralism in East Africa. In: 29th AAAI Conference on Artificial Intelligence, Austin, Texas, USA, 25–30 Jan 2015. Published in: AAAI'15 Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence pp. 644-650. ISBN 0262511290.

Chohlas-Wood, Alex , Merali, Aliya , Reed, Warren and Damoulas, Theodoros (2015) Mining 911 calls in New York City : temporal patterns, detection and forecasting. In: 29th AAAI Conference on Artificial Intelligence, (AAAI 2015), Austin, Texas USA , 25–26 Jan 2015 pp. 4-10.

2014

Doraiswamy, Harish, Ferreira, Nivan, Damoulas, Theodoros, Freire, Juliana and Silva, Claudio T. (2014) Using topological analysis to support event-guided exploration in urban data. IEEE Transactions on Visualization and Computer Graphics, 20 (12). pp. 2634-2643. doi:10.1109/TVCG.2014.2346449

Fink, Daniel, Damoulas, Theodoros, Bruns, Nicholas E., La Sorte, Frank A., Hochanchka, Wesley M., Gomes, Carla P. and Kelling, Steve (2014) Crowdsourcing meets ecology : hemisphere-wide spatiotemporal species distribution models. AI Magazine, 35 (2). pp. 19-30. doi:10.1609/aimag.v35i2.2533

Damoulas, Theodoros, He, Jin, Bernstein, Richard, Gomes, Carla P. and Arora, Anish (2014) String kernels for complex time-series : counting targets from sensed movement. In: 22nd International Conference on Pattern Recognition (ICPR), 2014 , Stockholm, 24-28 Aug 2014. Published in: 22nd International Conference on Pattern Recognition (ICPR), 2014 pp. 4429-4434. doi:10.1109/ICPR.2014.758